O'Reilly on Data

OCTOBER 19, 2021

It has far-reaching implications as to how such applications should be developed and by whom: ML applications are directly exposed to the constantly changing real world through data, whereas traditional software operates in a simplified, static, abstract world which is directly constructed by the developer. This approach is not novel.

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

NOVEMBER 4, 2022

The company’s multicloud infrastructure has since expanded to include Microsoft Azure for business applications and Google Cloud Platform to provide its scientists with a greater array of options for experimentation. Much of Regeneron’s data, of course, is confidential. That’s hard to do when you have 30 years of data.”

Data Lake 125

Data Lake IT Experimentation Data-driven 125

CIO Business Intelligence

MAY 6, 2025

This is where we blend optimization engines, business rules, AI and contextual data to recommend or automate the best possible action. These capabilities are no longer theoretical or experimental. Predictive analytics: Seeing whats next Predictive analytics uses patterns in historical data to forecast future outcomes.

Prescriptive Analytics 78

Prescriptive Analytics Predictive Analytics Descriptive Analytics ROI 78